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<a href="#nested-classes">Classes</a> &#124;
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<div class="title">Super Resolution</div>  </div>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../dc/dd1/classcv_1_1superres_1_1BroxOpticalFlow.html">cv::superres::BroxOpticalFlow</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d1/d21/classcv_1_1superres_1_1DenseOpticalFlowExt.html">cv::superres::DenseOpticalFlowExt</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d6/db1/classcv_1_1superres_1_1DualTVL1OpticalFlow.html">cv::superres::DualTVL1OpticalFlow</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../dd/d00/classcv_1_1superres_1_1FarnebackOpticalFlow.html">cv::superres::FarnebackOpticalFlow</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">cv::superres::FrameSource</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../de/d2b/classcv_1_1superres_1_1PyrLKOpticalFlow.html">cv::superres::PyrLKOpticalFlow</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d9/dd6/classcv_1_1superres_1_1SuperResolution.html">cv::superres::SuperResolution</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Base class for Super Resolution algorithms.  <a href="../../d9/dd6/classcv_1_1superres_1_1SuperResolution.html#details">More...</a><br /></td></tr>
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Functions</h2></td></tr>
<tr class="memitem:ga84e5f25bf81d7c9c2d03d90d84e7a3b4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga84e5f25bf81d7c9c2d03d90d84e7a3b4">cv::superres::createFrameSource_Camera</a> (int deviceId=0)</td></tr>
<tr class="separator:ga84e5f25bf81d7c9c2d03d90d84e7a3b4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga5e43d87eeb716178a8e536b586ce7014"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga5e43d87eeb716178a8e536b586ce7014">cv::superres::createFrameSource_Empty</a> ()</td></tr>
<tr class="separator:ga5e43d87eeb716178a8e536b586ce7014"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gac6a56603cc8a807aed13eff65126954a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#gac6a56603cc8a807aed13eff65126954a">cv::superres::createFrameSource_Video</a> (const <a class="el" href="../../dc/d84/group__core__basic.html#ga1f6634802eeadfd7245bc75cf3e216c2">String</a> &amp;fileName)</td></tr>
<tr class="separator:gac6a56603cc8a807aed13eff65126954a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga57219779f065060427f61038cc27fdd8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga57219779f065060427f61038cc27fdd8">cv::superres::createFrameSource_Video_CUDA</a> (const <a class="el" href="../../dc/d84/group__core__basic.html#ga1f6634802eeadfd7245bc75cf3e216c2">String</a> &amp;fileName)</td></tr>
<tr class="separator:ga57219779f065060427f61038cc27fdd8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga9aa098f573b34c2640dde7141cb7341e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../dc/dd1/classcv_1_1superres_1_1BroxOpticalFlow.html">BroxOpticalFlow</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga9aa098f573b34c2640dde7141cb7341e">cv::superres::createOptFlow_Brox_CUDA</a> ()</td></tr>
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<tr class="memitem:gadf0096066f129679ccec36355a013b1f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d6/db1/classcv_1_1superres_1_1DualTVL1OpticalFlow.html">DualTVL1OpticalFlow</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#gadf0096066f129679ccec36355a013b1f">cv::superres::createOptFlow_DualTVL1</a> ()</td></tr>
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<tr class="memitem:ga1ff741c2af0d33d51cf789a926e71481"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d6/db1/classcv_1_1superres_1_1DualTVL1OpticalFlow.html">DualTVL1OpticalFlow</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga1ff741c2af0d33d51cf789a926e71481">cv::superres::createOptFlow_DualTVL1_CUDA</a> ()</td></tr>
<tr class="separator:ga1ff741c2af0d33d51cf789a926e71481"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga7cda87ef90a39c812915300cb3bb615a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../dd/d00/classcv_1_1superres_1_1FarnebackOpticalFlow.html">FarnebackOpticalFlow</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga7cda87ef90a39c812915300cb3bb615a">cv::superres::createOptFlow_Farneback</a> ()</td></tr>
<tr class="separator:ga7cda87ef90a39c812915300cb3bb615a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga2a9ff64ab93b3c6df988ce33ed1a9e48"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../dd/d00/classcv_1_1superres_1_1FarnebackOpticalFlow.html">FarnebackOpticalFlow</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga2a9ff64ab93b3c6df988ce33ed1a9e48">cv::superres::createOptFlow_Farneback_CUDA</a> ()</td></tr>
<tr class="separator:ga2a9ff64ab93b3c6df988ce33ed1a9e48"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gaf88e3b7fbb6c32cec4c802dcb079400c"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../de/d2b/classcv_1_1superres_1_1PyrLKOpticalFlow.html">PyrLKOpticalFlow</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#gaf88e3b7fbb6c32cec4c802dcb079400c">cv::superres::createOptFlow_PyrLK_CUDA</a> ()</td></tr>
<tr class="separator:gaf88e3b7fbb6c32cec4c802dcb079400c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga73c184b0040c1afa7d6cdf0a9f32a8f8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d9/dd6/classcv_1_1superres_1_1SuperResolution.html">SuperResolution</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#ga73c184b0040c1afa7d6cdf0a9f32a8f8">cv::superres::createSuperResolution_BTVL1</a> ()</td></tr>
<tr class="memdesc:ga73c184b0040c1afa7d6cdf0a9f32a8f8"><td class="mdescLeft">&#160;</td><td class="mdescRight">Create Bilateral TV-L1 Super Resolution.  <a href="../../d7/d0a/group__superres.html#ga73c184b0040c1afa7d6cdf0a9f32a8f8">More...</a><br /></td></tr>
<tr class="separator:ga73c184b0040c1afa7d6cdf0a9f32a8f8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gaea2902c2e948f7629df286252d598c4d"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt; <a class="el" href="../../d9/dd6/classcv_1_1superres_1_1SuperResolution.html">SuperResolution</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d7/d0a/group__superres.html#gaea2902c2e948f7629df286252d598c4d">cv::superres::createSuperResolution_BTVL1_CUDA</a> ()</td></tr>
<tr class="separator:gaea2902c2e948f7629df286252d598c4d"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<p>The Super Resolution module contains a set of functions and classes that can be used to solve the problem of resolution enhancement. There are a few methods implemented, most of them are described in the papers <a class="el" href="../../d0/de3/citelist.html#CITEREF_Farsiu03">[70]</a> and <a class="el" href="../../d0/de3/citelist.html#CITEREF_Mitzel09">[176]</a> . </p>
<h2 class="groupheader">Function Documentation</h2>
<a id="ga84e5f25bf81d7c9c2d03d90d84e7a3b4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ga84e5f25bf81d7c9c2d03d90d84e7a3b4">&#9670;&nbsp;</a></span>createFrameSource_Camera()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a>&gt; cv::superres::createFrameSource_Camera </td>
          <td>(</td>
          <td class="paramtype">int&#160;</td>
          <td class="paramname"><em>deviceId</em> = <code>0</code></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

<p><code>#include &lt;<a class="el" href="../../d8/d2a/superres_8hpp.html">opencv2/superres.hpp</a>&gt;</code></p>

</div>
</div>
<a id="ga5e43d87eeb716178a8e536b586ce7014"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ga5e43d87eeb716178a8e536b586ce7014">&#9670;&nbsp;</a></span>createFrameSource_Empty()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a>&gt; cv::superres::createFrameSource_Empty </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

<p><code>#include &lt;<a class="el" href="../../d8/d2a/superres_8hpp.html">opencv2/superres.hpp</a>&gt;</code></p>

</div>
</div>
<a id="gac6a56603cc8a807aed13eff65126954a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#gac6a56603cc8a807aed13eff65126954a">&#9670;&nbsp;</a></span>createFrameSource_Video()</h2>

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      <table class="memname">
        <tr>
          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a>&gt; cv::superres::createFrameSource_Video </td>
          <td>(</td>
          <td class="paramtype">const <a class="el" href="../../dc/d84/group__core__basic.html#ga1f6634802eeadfd7245bc75cf3e216c2">String</a> &amp;&#160;</td>
          <td class="paramname"><em>fileName</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

<p><code>#include &lt;<a class="el" href="../../d8/d2a/superres_8hpp.html">opencv2/superres.hpp</a>&gt;</code></p>

</div>
</div>
<a id="ga57219779f065060427f61038cc27fdd8"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ga57219779f065060427f61038cc27fdd8">&#9670;&nbsp;</a></span>createFrameSource_Video_CUDA()</h2>

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          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d4/dd6/classcv_1_1superres_1_1FrameSource.html">FrameSource</a>&gt; cv::superres::createFrameSource_Video_CUDA </td>
          <td>(</td>
          <td class="paramtype">const <a class="el" href="../../dc/d84/group__core__basic.html#ga1f6634802eeadfd7245bc75cf3e216c2">String</a> &amp;&#160;</td>
          <td class="paramname"><em>fileName</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

<p><code>#include &lt;<a class="el" href="../../d8/d2a/superres_8hpp.html">opencv2/superres.hpp</a>&gt;</code></p>

</div>
</div>
<a id="ga9aa098f573b34c2640dde7141cb7341e"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ga9aa098f573b34c2640dde7141cb7341e">&#9670;&nbsp;</a></span>createOptFlow_Brox_CUDA()</h2>

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        <tr>
          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../dc/dd1/classcv_1_1superres_1_1BroxOpticalFlow.html">BroxOpticalFlow</a>&gt; cv::superres::createOptFlow_Brox_CUDA </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
        </tr>
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<p><code>#include &lt;<a class="el" href="../../d2/dc3/superres_2include_2opencv2_2superres_2optical__flow_8hpp.html">opencv2/superres/optical_flow.hpp</a>&gt;</code></p>

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<h2 class="memtitle"><span class="permalink"><a href="#gadf0096066f129679ccec36355a013b1f">&#9670;&nbsp;</a></span>createOptFlow_DualTVL1()</h2>

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          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d6/db1/classcv_1_1superres_1_1DualTVL1OpticalFlow.html">DualTVL1OpticalFlow</a>&gt; cv::superres::createOptFlow_DualTVL1 </td>
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<p><code>#include &lt;<a class="el" href="../../d2/dc3/superres_2include_2opencv2_2superres_2optical__flow_8hpp.html">opencv2/superres/optical_flow.hpp</a>&gt;</code></p>

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<h2 class="memtitle"><span class="permalink"><a href="#ga1ff741c2af0d33d51cf789a926e71481">&#9670;&nbsp;</a></span>createOptFlow_DualTVL1_CUDA()</h2>

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          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d6/db1/classcv_1_1superres_1_1DualTVL1OpticalFlow.html">DualTVL1OpticalFlow</a>&gt; cv::superres::createOptFlow_DualTVL1_CUDA </td>
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<p><code>#include &lt;<a class="el" href="../../d2/dc3/superres_2include_2opencv2_2superres_2optical__flow_8hpp.html">opencv2/superres/optical_flow.hpp</a>&gt;</code></p>

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<h2 class="memtitle"><span class="permalink"><a href="#ga7cda87ef90a39c812915300cb3bb615a">&#9670;&nbsp;</a></span>createOptFlow_Farneback()</h2>

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          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../dd/d00/classcv_1_1superres_1_1FarnebackOpticalFlow.html">FarnebackOpticalFlow</a>&gt; cv::superres::createOptFlow_Farneback </td>
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<p><code>#include &lt;<a class="el" href="../../d2/dc3/superres_2include_2opencv2_2superres_2optical__flow_8hpp.html">opencv2/superres/optical_flow.hpp</a>&gt;</code></p>

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<h2 class="memtitle"><span class="permalink"><a href="#ga2a9ff64ab93b3c6df988ce33ed1a9e48">&#9670;&nbsp;</a></span>createOptFlow_Farneback_CUDA()</h2>

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<p><code>#include &lt;<a class="el" href="../../d2/dc3/superres_2include_2opencv2_2superres_2optical__flow_8hpp.html">opencv2/superres/optical_flow.hpp</a>&gt;</code></p>

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<h2 class="memtitle"><span class="permalink"><a href="#gaf88e3b7fbb6c32cec4c802dcb079400c">&#9670;&nbsp;</a></span>createOptFlow_PyrLK_CUDA()</h2>

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<p><code>#include &lt;<a class="el" href="../../d2/dc3/superres_2include_2opencv2_2superres_2optical__flow_8hpp.html">opencv2/superres/optical_flow.hpp</a>&gt;</code></p>

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<h2 class="memtitle"><span class="permalink"><a href="#ga73c184b0040c1afa7d6cdf0a9f32a8f8">&#9670;&nbsp;</a></span>createSuperResolution_BTVL1()</h2>

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          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga6395ca871a678020c4a31fadf7e8cc63">Ptr</a>&lt;<a class="el" href="../../d9/dd6/classcv_1_1superres_1_1SuperResolution.html">SuperResolution</a>&gt; cv::superres::createSuperResolution_BTVL1 </td>
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<p><code>#include &lt;<a class="el" href="../../d8/d2a/superres_8hpp.html">opencv2/superres.hpp</a>&gt;</code></p>

<p>Create Bilateral TV-L1 Super Resolution. </p>
<p>This class implements Super Resolution algorithm described in the papers <a class="el" href="../../d0/de3/citelist.html#CITEREF_Farsiu03">[70]</a> and <a class="el" href="../../d0/de3/citelist.html#CITEREF_Mitzel09">[176]</a> .</p>
<p>Here are important members of the class that control the algorithm, which you can set after constructing the class instance:</p>
<ul>
<li><b>int scale</b> Scale factor.</li>
<li><b>int iterations</b> Iteration count.</li>
<li><b>double tau</b> Asymptotic value of steepest descent method.</li>
<li><b>double lambda</b> Weight parameter to balance data term and smoothness term.</li>
<li><b>double alpha</b> Parameter of spacial distribution in Bilateral-TV.</li>
<li><b>int btvKernelSize</b> Kernel size of Bilateral-TV filter.</li>
<li><b>int blurKernelSize</b> Gaussian blur kernel size.</li>
<li><b>double blurSigma</b> Gaussian blur sigma.</li>
<li><b>int temporalAreaRadius</b> Radius of the temporal search area.</li>
<li><b>Ptr&lt;<a class="el" href="../../d1/d21/classcv_1_1superres_1_1DenseOpticalFlowExt.html">DenseOpticalFlowExt</a>&gt; opticalFlow</b> Dense optical flow algorithm. </li>
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<h2 class="memtitle"><span class="permalink"><a href="#gaea2902c2e948f7629df286252d598c4d">&#9670;&nbsp;</a></span>createSuperResolution_BTVL1_CUDA()</h2>

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<p><code>#include &lt;<a class="el" href="../../d8/d2a/superres_8hpp.html">opencv2/superres.hpp</a>&gt;</code></p>

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